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Hidden Markov Models: Estimation and Control: 29 (Stochastic Modelling and Applied Probability) - Softcover
Inhaltsangabe
As more applications are found, interest in Hidden Markov Models continues to grow. Following comments and feedback from colleagues, students and other working with Hidden Markov Models the corrected 3rd printing of this volume contains clarifications, improvements and some new material, including results on smoothing for linear Gaussian dynamics.
In Chapter 2 the derivation of the basic filters related to the Markov chain are each presented explicitly, rather than as special cases of one general filter. Furthermore, equations for smoothed estimates are given. The dynamics for the Kalman filter are derived as special cases of the authors’ general results and new expressions for a Kalman smoother are given. The Chapters on the control of Hidden Markov Chains are expanded and clarified. The revised Chapter 4 includes state estimation for discrete time Markov processes and Chapter 12 has a new section on robust control.
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As more applications are found, interest in Hidden Markov Models continues to grow. Following comments and feedback from colleagues, students and other working with Hidden Markov Models the corrected 3rd printing of this volume contains clarifications, improvements and some new material, including results on smoothing for linear Gaussian dynamics.
In Chapter 2 the derivation of the basic filters related to the Markov chain are each presented explicitly, rather than as special cases of one general filter. Furthermore, equations for smoothed estimates are given. The dynamics for the Kalman filter are derived as special cases of the authors' general results and new expressions for a Kalman smoother are given. The Chapters on the control of Hidden Markov Chains are expanded and clarified. The revised Chapter 4 includes state estimation for discrete time Markov processes and Chapter 12 has a new section on robust control.
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Hidden Markov Models. Estimation and Control.
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New York, NY, Springer New York., 2010
ISBN 10: 1441928413
ISBN 13: 9781441928412
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1., st ed. 1995. Corr. 3rd printing. Softcover version of original hardcover edi 235 mm x 155 mm. XIV, 380 p. Softcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Stochastic Modelling and Applied Probability, 29. Sprache: Englisch. Artikel-Nr. 2693LB
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Hidden Markov Models: Estimation and Control (Stochastic Modelling and Applied Probability)
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Hidden Markov Models : Estimation and Control
Verlag:
Springer New York, Springer US, 2010
ISBN 10: 1441928413
ISBN 13: 9781441928412
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - As more applications are found, interest in Hidden Markov Models continues to grow. Following comments and feedback from colleagues, students and other working with Hidden Markov Models the corrected 3rd printing of this volume contains clarifications, improvements and some new material, including results on smoothing for linear Gaussian dynamics. In Chapter 2 the derivation of the basic filters related to the Markov chain are each presented explicitly, rather than as special cases of one general filter. Furthermore, equations for smoothed estimates are given. The dynamics for the Kalman filter are derived as special cases of the authors' general results and new expressions for a Kalman smoother are given. The Chapters on the control of Hidden Markov Chains are expanded and clarified. The revised Chapter 4 includes state estimation for discrete time Markov processes and Chapter 12 has a new section on robust control. Artikel-Nr. 9781441928412
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Hidden Markov Models: Estimation and Control
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Zustand: New. Series: Stochastic Modelling and Applied Probability. Num Pages: 396 pages, biography. BIC Classification: PBT; PBWL; UYAM; UYS; UYT. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 20. Weight in Grams: 605. . 2010. Softcover reprint of hardcover 1st ed. 1995. paperback. . . . . Books ship from the US and Ireland. Artikel-Nr. V9781441928412
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